Well, I have recently been attempting to gather some public Instagram data, and I must say, it is quite difficult. Initially, I believed the process to be quite simple - obtain the data needed and done. However, it wasn't quite like this, as various issues began to arise. A few attempts later, I got tired of dealing with the same issues repeatedly. Afterwards, I stumbled upon API tools and attempted using many of them, they gave me free credits to test but all of them failed in json requests. But I didnt gave up and came to service named HikerApi (I didnt remember how I found it). At first I didnt expect that this service would work. They gave me 100 free requests to test in my script and it really worked! It is much simpler to use than I expected it to be. No restrictions and very fast. Also if you want to buy more requests they offer very good price ($0.001 per request). It is not an advertising, simply I want to save your time if you want to work with scraping and gathering information on instagram I would really recommend this service. Overall, I am learning, but at least it is not just about resolving the same issues repeatedly anymore.